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2024年4月30日 · Two state-of-the-art signal recovery algorithms, namely generalized approximate message passing (GAMP) and generalized orthogonal/vector AMP (GOAMP/GVAMP), are comparatively studied. They have demonstrated Bayesian optimality for independently and identically distributed (IID) Gaussian matrices and unitary matrices, respectively.

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2023年1月1日 · 本文的创新点在于提出了一种新的算法——goamp/gvamp，它可以处理具有单元不变测量矩阵的gls，并且在未编码的gls中被证明是复制贝叶斯最优的。 此外，本文还提出了最大化可达速率的最优编码原则，并设计了一种低密度奇偶校验（LDPC）码，可以在无线通信中 ...

2022年10月10日 · For signal reconstruction in a generalized linear model (GLM), generalized approximate message passing (GAMP) is a low-complexity algorithm with many appealing features such as an exact performance characterization in the high-dimensional limit. However, it is viable only when the transformation matrix has independent and identically distributed (IID) entries. Generalized vector AMP (GVAMP ...

本文主要介绍了goamp/gvamp在gls中的可实现速率分析。具体而言，goamp/gvamp包括一个双输入双输出线性检测器（ld）和两个非线性检测器（nld），使得可实现速率分析变得困难。

Exam candidates may use the convenience of online application through ONCB’s test vendor AMP (www.goamp.com – “Candidates”), or can use the Candidate Handbook to submit a paper application to test. Once an application is received by AMP, the candidate has 90 days to test.

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